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Multiple imputation for time series data with Amelia package

Time series data are common in medical researches. Many laboratory variables or study endpoints could be measured repeatedly over time. Multiple imputation (MI) without considering time trend of a variable may cause it to be unreliable. The article illustrates how to perform MI by using Amelia packa...

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Vydáno v:Ann Transl Med
Hlavní autor: Zhang, Zhongheng
Médium: Artigo
Jazyk:Inglês
Vydáno: AME Publishing Company 2016
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC4740012/
https://ncbi.nlm.nih.gov/pubmed/26904578
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3978/j.issn.2305-5839.2015.12.60
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